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Temporal structure in associative retrieval

Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap usin...

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Autores principales: Kurth-Nelson, Zeb, Barnes, Gareth, Sejdinovic, Dino, Dolan, Ray, Dayan, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303761/
https://www.ncbi.nlm.nih.gov/pubmed/25615722
http://dx.doi.org/10.7554/eLife.04919
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author Kurth-Nelson, Zeb
Barnes, Gareth
Sejdinovic, Dino
Dolan, Ray
Dayan, Peter
author_facet Kurth-Nelson, Zeb
Barnes, Gareth
Sejdinovic, Dino
Dolan, Ray
Dayan, Peter
author_sort Kurth-Nelson, Zeb
collection PubMed
description Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap using the spatiotemporal precision of magnetoencephalography (MEG). In a sensory preconditioning paradigm, 'indirect' objects were paired with 'direct' objects to form associative links, and the latter were then paired with rewards. Using multivariate analysis methods we examined the short-time evolution of neural representations of indirect objects retrieved during reward-learning about direct objects. We found two components of the evoked representation of the indirect stimulus, 200 ms apart. The strength of retrieval of one, but not the other, representational component correlated with generalization of reward learning from direct to indirect stimuli. We suggest the temporal structure within retrieved neural representations may be key to their function. DOI: http://dx.doi.org/10.7554/eLife.04919.001
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spelling pubmed-43037612015-01-30 Temporal structure in associative retrieval Kurth-Nelson, Zeb Barnes, Gareth Sejdinovic, Dino Dolan, Ray Dayan, Peter eLife Neuroscience Electrophysiological data disclose rich dynamics in patterns of neural activity evoked by sensory objects. Retrieving objects from memory reinstates components of this activity. In humans, the temporal structure of this retrieved activity remains largely unexplored, and here we address this gap using the spatiotemporal precision of magnetoencephalography (MEG). In a sensory preconditioning paradigm, 'indirect' objects were paired with 'direct' objects to form associative links, and the latter were then paired with rewards. Using multivariate analysis methods we examined the short-time evolution of neural representations of indirect objects retrieved during reward-learning about direct objects. We found two components of the evoked representation of the indirect stimulus, 200 ms apart. The strength of retrieval of one, but not the other, representational component correlated with generalization of reward learning from direct to indirect stimuli. We suggest the temporal structure within retrieved neural representations may be key to their function. DOI: http://dx.doi.org/10.7554/eLife.04919.001 eLife Sciences Publications, Ltd 2015-01-23 /pmc/articles/PMC4303761/ /pubmed/25615722 http://dx.doi.org/10.7554/eLife.04919 Text en © 2014, Kurth-Nelson et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
Kurth-Nelson, Zeb
Barnes, Gareth
Sejdinovic, Dino
Dolan, Ray
Dayan, Peter
Temporal structure in associative retrieval
title Temporal structure in associative retrieval
title_full Temporal structure in associative retrieval
title_fullStr Temporal structure in associative retrieval
title_full_unstemmed Temporal structure in associative retrieval
title_short Temporal structure in associative retrieval
title_sort temporal structure in associative retrieval
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303761/
https://www.ncbi.nlm.nih.gov/pubmed/25615722
http://dx.doi.org/10.7554/eLife.04919
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